YData Profiling Report

Dataset statistics

Number of variables	18
Number of observations	14546
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.8 MiB
Average record size in memory	202.9 B

Variable types

Numeric	15
Categorical	3

Alerts

`CH` has constant value "1"	Constant
`THR` has constant value "40"	Constant
`A-FRQ` is highly overall correlated with `ABS-ENERGY` and 4 other fields	High correlation
`ABS-ENERGY` is highly overall correlated with `A-FRQ` and 7 other fields	High correlation
`AMP` is highly overall correlated with `A-FRQ` and 6 other fields	High correlation
`ASL` is highly overall correlated with `RMS`	High correlation
`COUN` is highly overall correlated with `A-FRQ` and 7 other fields	High correlation
`DURATION` is highly overall correlated with `ABS-ENERGY` and 5 other fields	High correlation
`ENER` is highly overall correlated with `ABS-ENERGY` and 5 other fields	High correlation
`I-FRQ` is highly overall correlated with `A-FRQ` and 1 other fields	High correlation
`LOAD_PAC` is highly overall correlated with `TIME` and 1 other fields	High correlation
`PCNTS` is highly overall correlated with `ABS-ENERGY` and 5 other fields	High correlation
`R-FRQ` is highly overall correlated with `A-FRQ` and 3 other fields	High correlation
`RISE` is highly overall correlated with `I-FRQ` and 1 other fields	High correlation
`RMS` is highly overall correlated with `ASL`	High correlation
`SIG STRNGTH` is highly overall correlated with `ABS-ENERGY` and 5 other fields	High correlation
`TIME` is highly overall correlated with `LOAD_PAC` and 1 other fields	High correlation
`load level` is highly overall correlated with `LOAD_PAC` and 1 other fields	High correlation
`RMS` is highly skewed (γ1 = 20.60805763)	Skewed
`ABS-ENERGY` is highly skewed (γ1 = 30.21129048)	Skewed
`TIME` has unique values	Unique
`R-FRQ` has 171 (1.2%) zeros	Zeros

Reproduction

Analysis started	2025-01-20 01:34:07.616569
Analysis finished	2025-01-20 01:34:41.426648
Duration	33.81 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

TIME
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	14546
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3296.0188

Minimum	182.14624
Maximum	5948.7496
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	182.14624
5-th percentile	897.05187
Q1	2301.9195
median	2986.1705
Q3	4224.1322
95-th percentile	5633.9746
Maximum	5948.7496
Range	5766.6034
Interquartile range (IQR)	1922.2127

Descriptive statistics

Standard deviation	1265.7399
Coefficient of variation (CV)	0.38402084
Kurtosis	-0.64881325
Mean	3296.0188
Median Absolute Deviation (MAD)	1047.5658
Skewness	0.07047632
Sum	47943889
Variance	1602097.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
182.146238	1	< 0.1%
4161.254647	1	< 0.1%
4158.694689	1	< 0.1%
4158.71421	1	< 0.1%
4158.731117	1	< 0.1%
4158.741071	1	< 0.1%
4158.765663	1	< 0.1%
4158.821816	1	< 0.1%
4159.042566	1	< 0.1%
4159.156316	1	< 0.1%
Other values (14536)	14536	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
182.146238	1	< 0.1%
182.1475745	1	< 0.1%
182.151222	1	< 0.1%
192.3989935	1	< 0.1%
195.3003592	1	< 0.1%
195.308984	1	< 0.1%
198.3451835	1	< 0.1%
202.553552	1	< 0.1%
202.6152367	1	< 0.1%
203.6011248	1	< 0.1%

Value	Count	Frequency (%)
5948.749615	1	< 0.1%
5947.666662	1	< 0.1%
5942.457182	1	< 0.1%
5941.394401	1	< 0.1%
5941.220293	1	< 0.1%
5941.025742	1	< 0.1%
5940.243735	1	< 0.1%
5939.310339	1	< 0.1%
5938.169871	1	< 0.1%
5935.872409	1	< 0.1%

LOAD_PAC
Real number (ℝ)

HIGH CORRELATION

Distinct	2673
Distinct (%)	18.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2982.164

Minimum	-39.97925
Maximum	4967.6567
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	< 0.1%
Memory size	113.8 KiB

Quantile statistics

Minimum	-39.97925
5-th percentile	795.151
Q1	2318.0973
median	3151.6548
Q3	3626.7563
95-th percentile	4523.0927
Maximum	4967.6567
Range	5007.636
Interquartile range (IQR)	1308.6591

Descriptive statistics

Standard deviation	1128.2578
Coefficient of variation (CV)	0.37833524
Kurtosis	-0.48555053
Mean	2982.164
Median Absolute Deviation (MAD)	750.20175
Skewness	-0.40660339
Sum	43378558
Variance	1272965.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4494.259	68	0.5%
3586.78225	62	0.4%
3593.07325	56	0.4%
4497.4045	56	0.4%
3598.31575	54	0.4%
3585.2095	54	0.4%
2689.26625	52	0.4%
3578.9185	51	0.4%
2679.82975	50	0.3%
3582.064	50	0.3%
Other values (2663)	13993	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-39.97925	1	< 0.1%
-25.8245	1	< 0.1%
-19.5335	1	< 0.1%
246.26125	2	< 0.1%
257.2705	1	< 0.1%
258.84325	1	< 0.1%
260.416	1	< 0.1%
262.513	3	< 0.1%
264.08575	3	< 0.1%
267.23125	1	< 0.1%

Value	Count	Frequency (%)
4967.65675	1	< 0.1%
4966.084	1	< 0.1%
4964.51125	3	< 0.1%
4961.36575	3	< 0.1%
4959.793	1	< 0.1%
4958.22025	3	< 0.1%
4955.07475	3	< 0.1%
4953.502	1	< 0.1%
4951.405	4	< 0.1%
4948.2595	3	< 0.1%

CH
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	824.0 KiB

1	14546

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14546
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	14546	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	14546	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	14546	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14546	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	14546	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14546	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	14546	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14546	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	14546	100.0%

RISE
Real number (ℝ)

HIGH CORRELATION

Distinct	458
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	86.567372

Minimum	1
Maximum	1305
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	30
median	65
Q3	121
95-th percentile	231
Maximum	1305
Range	1304
Interquartile range (IQR)	91

Descriptive statistics

Standard deviation	79.694109
Coefficient of variation (CV)	0.92060214
Kurtosis	16.398806
Mean	86.567372
Median Absolute Deviation (MAD)	41
Skewness	2.6040259
Sum	1259209
Variance	6351.1509
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	228	1.6%
3	179	1.2%
13	178	1.2%
16	167	1.1%
23	157	1.1%
25	155	1.1%
19	138	0.9%
28	137	0.9%
31	135	0.9%
20	132	0.9%
Other values (448)	12940	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	57	0.4%
2	16	0.1%
3	179	1.2%
4	228	1.6%
5	101	0.7%
6	95	0.7%
7	115	0.8%
8	97	0.7%
9	98	0.7%
10	126	0.9%

Value	Count	Frequency (%)
1305	1	< 0.1%
1145	1	< 0.1%
1047	1	< 0.1%
957	1	< 0.1%
932	1	< 0.1%
915	1	< 0.1%
900	1	< 0.1%
802	1	< 0.1%
785	1	< 0.1%
735	1	< 0.1%

COUN
Real number (ℝ)

HIGH CORRELATION

Distinct	164
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.468995

Minimum	2
Maximum	293
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	2
5-th percentile	5
Q1	11
median	19
Q3	35
95-th percentile	74
Maximum	293
Range	291
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	22.978326
Coefficient of variation (CV)	0.86812235
Kurtosis	6.7267331
Mean	26.468995
Median Absolute Deviation (MAD)	10
Skewness	2.0897964
Sum	385018
Variance	528.00347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	604	4.2%
11	600	4.1%
9	598	4.1%
12	551	3.8%
8	543	3.7%
13	471	3.2%
7	463	3.2%
14	463	3.2%
6	452	3.1%
15	427	2.9%
Other values (154)	9374	64.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	42	0.3%
3	172	1.2%
4	260	1.8%
5	358	2.5%
6	452	3.1%
7	463	3.2%
8	543	3.7%
9	598	4.1%
10	604	4.2%
11	600	4.1%

Value	Count	Frequency (%)
293	1	< 0.1%
224	1	< 0.1%
203	1	< 0.1%
196	1	< 0.1%
194	1	< 0.1%
192	1	< 0.1%
191	1	< 0.1%
177	1	< 0.1%
171	1	< 0.1%
169	1	< 0.1%

ENER
Real number (ℝ)

HIGH CORRELATION

Distinct	111
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.3243503

Minimum	1
Maximum	590
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	5
95-th percentile	18
Maximum	590
Range	589
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	12.057225
Coefficient of variation (CV)	2.2645439
Kurtosis	575.86286
Mean	5.3243503
Median Absolute Deviation (MAD)	1
Skewness	17.330385
Sum	77448
Variance	145.37667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	4676	32.1%
2	2782	19.1%
3	1729	11.9%
4	1131	7.8%
5	810	5.6%
6	552	3.8%
7	480	3.3%
8	327	2.2%
9	252	1.7%
10	232	1.6%
Other values (101)	1575	10.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4676	32.1%
2	2782	19.1%
3	1729	11.9%
4	1131	7.8%
5	810	5.6%
6	552	3.8%
7	480	3.3%
8	327	2.2%
9	252	1.7%
10	232	1.6%

Value	Count	Frequency (%)
590	1	< 0.1%
388	1	< 0.1%
375	1	< 0.1%
236	1	< 0.1%
229	1	< 0.1%
222	1	< 0.1%
217	1	< 0.1%
213	1	< 0.1%
205	1	< 0.1%
190	1	< 0.1%

DURATION
Real number (ℝ)

HIGH CORRELATION

Distinct	1189
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	363.75959

Minimum	46
Maximum	3163
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	46
5-th percentile	118
Q1	196
median	295
Q3	460
95-th percentile	822
Maximum	3163
Range	3117
Interquartile range (IQR)	264

Descriptive statistics

Standard deviation	245.9997
Coefficient of variation (CV)	0.67627
Kurtosis	10.074783
Mean	363.75959
Median Absolute Deviation (MAD)	117
Skewness	2.3064125
Sum	5291247
Variance	60515.852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202	62	0.4%
198	58	0.4%
248	56	0.4%
195	55	0.4%
190	52	0.4%
200	52	0.4%
222	52	0.4%
196	50	0.3%
228	49	0.3%
199	49	0.3%
Other values (1179)	14011	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46	1	< 0.1%
48	1	< 0.1%
51	1	< 0.1%
52	1	< 0.1%
53	1	< 0.1%
55	2	< 0.1%
56	1	< 0.1%
57	3	< 0.1%
58	1	< 0.1%
59	5	< 0.1%

Value	Count	Frequency (%)
3163	1	< 0.1%
2970	1	< 0.1%
2834	1	< 0.1%
2732	1	< 0.1%
2628	1	< 0.1%
2483	1	< 0.1%
2437	1	< 0.1%
2379	1	< 0.1%
2303	1	< 0.1%
2237	1	< 0.1%

AMP
Real number (ℝ)

HIGH CORRELATION

Distinct	48
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.430428

Minimum	40
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	40
5-th percentile	42
Q1	45
median	48
Q3	52
95-th percentile	61
Maximum	90
Range	50
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	5.9530309
Coefficient of variation (CV)	0.12043252
Kurtosis	2.6734666
Mean	49.430428
Median Absolute Deviation (MAD)	3
Skewness	1.3717691
Sum	719015
Variance	35.438576
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
44	1317	9.1%
46	1315	9.0%
47	1299	8.9%
45	1246	8.6%
48	1061	7.3%
49	955	6.6%
50	900	6.2%
43	790	5.4%
51	737	5.1%
52	610	4.2%
Other values (38)	4316	29.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	19	0.1%
41	201	1.4%
42	539	3.7%
43	790	5.4%
44	1317	9.1%
45	1246	8.6%
46	1315	9.0%
47	1299	8.9%
48	1061	7.3%
49	955	6.6%

Value	Count	Frequency (%)
90	2	< 0.1%
88	1	< 0.1%
85	1	< 0.1%
84	2	< 0.1%
83	2	< 0.1%
82	1	< 0.1%
81	2	< 0.1%
80	4	< 0.1%
79	1	< 0.1%
78	2	< 0.1%

A-FRQ
Real number (ℝ)

HIGH CORRELATION

Distinct	173
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72.125877

Minimum	6
Maximum	182
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	6
5-th percentile	22
Q1	47
median	71
Q3	95
95-th percentile	129
Maximum	182
Range	176
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	32.783608
Coefficient of variation (CV)	0.45453324
Kurtosis	-0.43442171
Mean	72.125877
Median Absolute Deviation (MAD)	24
Skewness	0.30707494
Sum	1049143
Variance	1074.765
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
63	190	1.3%
73	173	1.2%
68	172	1.2%
67	170	1.2%
85	169	1.2%
79	168	1.2%
78	166	1.1%
80	165	1.1%
52	165	1.1%
70	165	1.1%
Other values (163)	12843	88.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	2	< 0.1%
7	8	0.1%
8	8	0.1%
9	18	0.1%
10	25	0.2%
11	22	0.2%
12	39	0.3%
13	34	0.2%
14	57	0.4%
15	62	0.4%

Value	Count	Frequency (%)
182	2	< 0.1%
180	2	< 0.1%
176	2	< 0.1%
175	2	< 0.1%
174	1	< 0.1%
173	1	< 0.1%
172	1	< 0.1%
171	2	< 0.1%
170	1	< 0.1%
169	2	< 0.1%

RMS
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	110
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0012573353

Minimum	0.0002
Maximum	0.1372
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	0.0002
5-th percentile	0.0002
Q1	0.0002
median	0.0006
Q3	0.0012
95-th percentile	0.0042
Maximum	0.1372
Range	0.137
Interquartile range (IQR)	0.001

Descriptive statistics

Standard deviation	0.0033858844
Coefficient of variation (CV)	2.6929048
Kurtosis	669.50959
Mean	0.0012573353
Median Absolute Deviation (MAD)	0.0004
Skewness	20.608058
Sum	18.2892
Variance	1.1464213 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0002	5530	38.0%
0.0004	1662	11.4%
0.0006	1277	8.8%
0.0008	1014	7.0%
0.001	809	5.6%
0.0012	664	4.6%
0.0014	536	3.7%
0.0016	426	2.9%
0.0018	349	2.4%
0.002	290	2.0%
Other values (100)	1989	13.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002	5530	38.0%
0.0004	1662	11.4%
0.0006	1277	8.8%
0.0008	1014	7.0%
0.001	809	5.6%
0.0012	664	4.6%
0.0014	536	3.7%
0.0016	426	2.9%
0.0018	349	2.4%
0.002	290	2.0%

Value	Count	Frequency (%)
0.1372	3	< 0.1%
0.084	3	< 0.1%
0.0806	1	< 0.1%
0.0786	1	< 0.1%
0.051	1	< 0.1%
0.0488	1	< 0.1%
0.0456	2	< 0.1%
0.0426	1	< 0.1%
0.0388	2	< 0.1%
0.0372	1	< 0.1%

ASL
Real number (ℝ)

HIGH CORRELATION

Distinct	51
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.575141

Minimum	9
Maximum	65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	9
5-th percentile	10
Q1	12
median	18
Q3	25
95-th percentile	35
Maximum	65
Range	56
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	8.5489888
Coefficient of variation (CV)	0.43672681
Kurtosis	0.37312649
Mean	19.575141
Median Absolute Deviation (MAD)	7
Skewness	0.84279707
Sum	284740
Variance	73.085209
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	2147	14.8%
11	1246	8.6%
12	853	5.9%
13	658	4.5%
14	574	3.9%
22	558	3.8%
23	552	3.8%
16	518	3.6%
19	511	3.5%
21	499	3.4%
Other values (41)	6430	44.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	25	0.2%
10	2147	14.8%
11	1246	8.6%
12	853	5.9%
13	658	4.5%
14	574	3.9%
15	467	3.2%
16	518	3.6%
17	466	3.2%
18	462	3.2%

Value	Count	Frequency (%)
65	3	< 0.1%
61	4	< 0.1%
60	1	< 0.1%
57	1	< 0.1%
56	3	< 0.1%
55	1	< 0.1%
54	7	< 0.1%
52	1	< 0.1%
51	8	0.1%
50	10	0.1%

PCNTS
Real number (ℝ)

HIGH CORRELATION

Distinct	61
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.7841331

Minimum	1
Maximum	112
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	6
Q3	10
95-th percentile	20.75
Maximum	112
Range	111
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.5796345
Coefficient of variation (CV)	0.84526233
Kurtosis	15.778603
Mean	7.7841331
Median Absolute Deviation (MAD)	3
Skewness	2.6262149
Sum	113228
Variance	43.29159
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1612	11.1%
3	1599	11.0%
4	1543	10.6%
5	1422	9.8%
6	1118	7.7%
7	983	6.8%
8	812	5.6%
9	718	4.9%
1	683	4.7%
10	591	4.1%
Other values (51)	3465	23.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	683	4.7%
2	1612	11.1%
3	1599	11.0%
4	1543	10.6%
5	1422	9.8%
6	1118	7.7%
7	983	6.8%
8	812	5.6%
9	718	4.9%
10	591	4.1%

Value	Count	Frequency (%)
112	1	< 0.1%
93	1	< 0.1%
90	1	< 0.1%
89	1	< 0.1%
72	1	< 0.1%
71	1	< 0.1%
58	1	< 0.1%
57	2	< 0.1%
55	3	< 0.1%
53	2	< 0.1%

THR
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	838.2 KiB

40	14546

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	29092
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	40
2nd row	40
3rd row	40
4th row	40
5th row	40

Common Values

Value	Count	Frequency (%)
40	14546	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
40	14546	100.0%

Most occurring characters

Value	Count	Frequency (%)
4	14546	50.0%
0	14546	50.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	29092	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	14546	50.0%
0	14546	50.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	29092	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	14546	50.0%
0	14546	50.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	29092	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	14546	50.0%
0	14546	50.0%

R-FRQ
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	178
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.165063

Minimum	0
Maximum	333
Zeros	171
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	0
5-th percentile	13
Q1	38
median	62
Q3	88
95-th percentile	128
Maximum	333
Range	333
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	37.200562
Coefficient of variation (CV)	0.57086666
Kurtosis	4.525512
Mean	65.165063
Median Absolute Deviation (MAD)	25
Skewness	1.1383566
Sum	947891
Variance	1383.8818
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	171	1.2%
42	171	1.2%
45	167	1.1%
54	162	1.1%
52	162	1.1%
65	161	1.1%
81	161	1.1%
70	160	1.1%
40	160	1.1%
48	159	1.1%
Other values (168)	12912	88.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	171	1.2%
3	3	< 0.1%
4	14	0.1%
5	28	0.2%
6	48	0.3%
7	50	0.3%
8	60	0.4%
9	58	0.4%
10	78	0.5%
11	85	0.6%

Value	Count	Frequency (%)
333	22	0.2%
250	29	0.2%
222	6	< 0.1%
200	12	0.1%
187	3	< 0.1%
181	1	< 0.1%
178	1	< 0.1%
176	2	< 0.1%
173	7	< 0.1%
172	1	< 0.1%

I-FRQ
Real number (ℝ)

HIGH CORRELATION

Distinct	240
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	124.84772

Minimum	5
Maximum	1000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	5
5-th percentile	29
Q1	74
median	115
Q3	157
95-th percentile	250
Maximum	1000
Range	995
Interquartile range (IQR)	83

Descriptive statistics

Standard deviation	86.688056
Coefficient of variation (CV)	0.69435031
Kurtosis	39.742096
Mean	124.84772
Median Absolute Deviation (MAD)	41
Skewness	4.499439
Sum	1816035
Variance	7514.8191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200	385	2.6%
250	356	2.4%
166	343	2.4%
333	259	1.8%
125	249	1.7%
142	247	1.7%
153	200	1.4%
111	181	1.2%
181	170	1.2%
100	169	1.2%
Other values (230)	11987	82.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	4	< 0.1%
6	4	< 0.1%
7	6	< 0.1%
8	6	< 0.1%
9	16	0.1%
10	21	0.1%
11	19	0.1%
12	20	0.1%
13	23	0.2%
14	24	0.2%

Value	Count	Frequency (%)
1000	57	0.4%
666	1	< 0.1%
500	24	0.2%
428	2	< 0.1%
400	25	0.2%
375	1	< 0.1%
363	1	< 0.1%
333	259	1.8%
307	4	< 0.1%
300	8	0.1%

SIG STRNGTH
Real number (ℝ)

HIGH CORRELATION

Distinct	9236
Distinct (%)	63.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36152.927

Minimum	6246
Maximum	3686000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	6246
5-th percentile	7012
Q1	10767.75
median	18209
Q3	35657.75
95-th percentile	116019.75
Maximum	3686000
Range	3679754
Interquartile range (IQR)	24890

Descriptive statistics

Standard deviation	75346.797
Coefficient of variation (CV)	2.0841134
Kurtosis	573.49701
Mean	36152.927
Median Absolute Deviation (MAD)	9159.5
Skewness	17.283107
Sum	5.2588047 × 10⁸
Variance	5.6771399 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6896	10	0.1%
6673	8	0.1%
6795	8	0.1%
9781	7	< 0.1%
8427	7	< 0.1%
7555	7	< 0.1%
7256	7	< 0.1%
8415	7	< 0.1%
9495	7	< 0.1%
9202	7	< 0.1%
Other values (9226)	14471	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6246	3	< 0.1%
6249	6	< 0.1%
6253	5	< 0.1%
6256	1	< 0.1%
6259	5	< 0.1%
6262	1	< 0.1%
6265	1	< 0.1%
6268	1	< 0.1%
6271	4	< 0.1%
6274	4	< 0.1%

Value	Count	Frequency (%)
3686000	1	< 0.1%
2424000	1	< 0.1%
2345000	1	< 0.1%
1477000	1	< 0.1%
1432000	1	< 0.1%
1388000	1	< 0.1%
1358000	1	< 0.1%
1333000	1	< 0.1%
1281000	1	< 0.1%
1193000	1	< 0.1%

ABS-ENERGY
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8458
Distinct (%)	58.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15126.808

Minimum	526.477
Maximum	3933000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	113.8 KiB

Quantile statistics

Minimum	526.477
5-th percentile	1135
Q1	1818
median	3380
Q3	9002.25
95-th percentile	63405.5
Maximum	3933000
Range	3932473.5
Interquartile range (IQR)	7184.25

Descriptive statistics

Standard deviation	55298.653
Coefficient of variation (CV)	3.6556723
Kurtosis	1835.2268
Mean	15126.808
Median Absolute Deviation (MAD)	1960
Skewness	30.21129
Sum	2.2003455 × 10⁸
Variance	3.057941 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1449	12	0.1%
1915	12	0.1%
1358	10	0.1%
1272	10	0.1%
1351	10	0.1%
1301	10	0.1%
1494	10	0.1%
1252	10	0.1%
1616	10	0.1%
1886	10	0.1%
Other values (8448)	14442	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
526.477	1	< 0.1%
677.997	1	< 0.1%
716.096	1	< 0.1%
718.842	1	< 0.1%
718.923	1	< 0.1%
721.504	1	< 0.1%
723.072	1	< 0.1%
733.61	1	< 0.1%
733.76	1	< 0.1%
738.329	1	< 0.1%

Value	Count	Frequency (%)
3933000	1	< 0.1%
1658000	1	< 0.1%
1304000	1	< 0.1%
1241000	1	< 0.1%
768549	1	< 0.1%
664832	1	< 0.1%
589839	1	< 0.1%
585230	1	< 0.1%
446879	1	< 0.1%
399191	1	< 0.1%

load level
Categorical

HIGH CORRELATION

Distinct	30
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	950.4 KiB

LL4A_RISE	2927
LL5A_RISE	1661
LL3A_RISE	1575
LL3A_CONSTANT	879
LL4B_RISE	725
Other values (25)	6779

Length

Max length	15
Median length	9
Mean length	9.8970164
Min length	8

Characters and Unicode

Total characters	143962
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	WITHOUT_CLASIFY
2nd row	WITHOUT_CLASIFY
3rd row	WITHOUT_CLASIFY
4th row	LL1_RISE
5th row	LL1_RISE

Common Values

Value	Count	Frequency (%)
LL4A_RISE	2927	20.1%
LL5A_RISE	1661	11.4%
LL3A_RISE	1575	10.8%
LL3A_CONSTANT	879	6.0%
LL4B_RISE	725	5.0%
LL6A_RISE	723	5.0%
LL2A_RISE	657	4.5%
LL5B_RISE	614	4.2%
LL5A_LOW	592	4.1%
LL5A_CONSTANT	575	4.0%
Other values (20)	3618	24.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ll4a_rise	2927	20.1%
ll5a_rise	1661	11.4%
ll3a_rise	1575	10.8%
ll3a_constant	879	6.0%
ll4b_rise	725	5.0%
ll6a_rise	723	5.0%
ll2a_rise	657	4.5%
ll5b_rise	614	4.2%
ll5a_low	592	4.1%
ll5a_constant	575	4.0%
Other values (20)	3618	24.9%

Most occurring characters

Value	Count	Frequency (%)
L	30384	21.1%
_	14546	10.1%
A	14259	9.9%
S	12542	8.7%
I	10061	7.0%
R	9291	6.5%
E	9291	6.5%
T	7156	5.0%
N	6386	4.4%
O	5255	3.7%
Other values (13)	24791	17.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	143962	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
L	30384	21.1%
_	14546	10.1%
A	14259	9.9%
S	12542	8.7%
I	10061	7.0%
R	9291	6.5%
E	9291	6.5%
T	7156	5.0%
N	6386	4.4%
O	5255	3.7%
Other values (13)	24791	17.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	143962	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
L	30384	21.1%
_	14546	10.1%
A	14259	9.9%
S	12542	8.7%
I	10061	7.0%
R	9291	6.5%
E	9291	6.5%
T	7156	5.0%
N	6386	4.4%
O	5255	3.7%
Other values (13)	24791	17.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	143962	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
L	30384	21.1%
_	14546	10.1%
A	14259	9.9%
S	12542	8.7%
I	10061	7.0%
R	9291	6.5%
E	9291	6.5%
T	7156	5.0%
N	6386	4.4%
O	5255	3.7%
Other values (13)	24791	17.2%

Auto

Heatmap
Table

	A-FRQ	ABS-ENERGY	AMP	ASL	COUN	DURATION	ENER	I-FRQ	LOAD_PAC	PCNTS	R-FRQ	RISE	RMS	SIG STRNGTH	TIME	load level
A-FRQ	1.000	0.590	0.711	0.065	0.623	-0.001	0.405	0.615	0.083	0.310	0.911	-0.186	0.066	0.401	0.048	0.070
ABS-ENERGY	0.590	1.000	0.911	0.101	0.961	0.750	0.947	0.300	0.048	0.590	0.541	0.215	0.101	0.963	-0.013	0.000
AMP	0.711	0.911	1.000	0.107	0.859	0.518	0.799	0.477	0.056	0.449	0.642	0.005	0.108	0.803	-0.003	0.028
ASL	0.065	0.101	0.107	1.000	0.103	0.083	0.095	0.047	0.020	0.060	0.072	0.019	0.973	0.097	-0.358	0.224
COUN	0.623	0.961	0.859	0.103	1.000	0.752	0.931	0.290	0.059	0.650	0.572	0.249	0.102	0.942	-0.007	0.029
DURATION	-0.001	0.750	0.518	0.083	0.752	1.000	0.873	-0.125	0.001	0.561	0.006	0.479	0.082	0.889	-0.059	0.037
ENER	0.405	0.947	0.799	0.095	0.931	0.873	1.000	0.159	0.038	0.605	0.376	0.321	0.095	0.978	-0.023	0.000
I-FRQ	0.615	0.300	0.477	0.047	0.290	-0.125	0.159	1.000	0.035	-0.129	0.476	-0.665	0.049	0.151	0.013	0.063
LOAD_PAC	0.083	0.048	0.056	0.020	0.059	0.001	0.038	0.035	1.000	0.054	0.076	0.007	0.007	0.036	0.575	0.653
PCNTS	0.310	0.590	0.449	0.060	0.650	0.561	0.605	-0.129	0.054	1.000	0.216	0.763	0.055	0.615	0.007	0.000
R-FRQ	0.911	0.541	0.642	0.072	0.572	0.006	0.376	0.476	0.076	0.216	1.000	-0.147	0.074	0.370	0.036	0.061
RISE	-0.186	0.215	0.005	0.019	0.249	0.479	0.321	-0.665	0.007	0.763	-0.147	1.000	0.015	0.330	-0.019	0.047
RMS	0.066	0.101	0.108	0.973	0.102	0.082	0.095	0.049	0.007	0.055	0.074	0.015	1.000	0.097	-0.361	0.000
SIG STRNGTH	0.401	0.963	0.803	0.097	0.942	0.889	0.978	0.151	0.036	0.615	0.370	0.330	0.097	1.000	-0.027	0.000
TIME	0.048	-0.013	-0.003	-0.358	-0.007	-0.059	-0.023	0.013	0.575	0.007	0.036	-0.019	-0.361	-0.027	1.000	0.915
load level	0.070	0.000	0.028	0.224	0.029	0.037	0.000	0.063	0.653	0.000	0.061	0.047	0.000	0.000	0.915	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	TIME	LOAD_PAC	CH	RISE	COUN	ENER	DURATION	AMP	A-FRQ	RMS	ASL	PCNTS	THR	R-FRQ	I-FRQ	SIG STRNGTH	ABS-ENERGY	load level
0	182.146238	-25.82450	1	220	26	4	467	46	56	0.0002	10	17	40	36	77	25751	4113.0	WITHOUT_CLASIFY
1	182.147574	-19.53350	1	932	194	42	2970	57	65	0.0052	37	55	40	68	59	265621	83236.0	WITHOUT_CLASIFY
2	182.151222	-39.97925	1	130	293	123	2834	68	103	0.0052	37	16	40	102	123	774221	399191.0	WITHOUT_CLASIFY
3	192.398993	246.26125	1	9	21	2	270	47	78	0.0002	10	2	40	72	222	17989	3404.0	LL1_RISE
4	195.300359	324.89875	1	191	9	2	357	45	25	0.0002	10	6	40	18	31	15177	2040.0	LL1_RISE
5	195.308984	334.33525	1	20	20	3	387	48	52	0.0008	22	2	40	49	100	24553	4618.0	LL1_RISE
6	198.345183	425.55475	1	113	21	3	459	47	46	0.0002	10	6	40	43	53	24360	4102.0	LL1_RISE
7	202.553552	530.92900	1	104	32	5	493	50	65	0.0014	26	7	40	64	67	34291	7002.0	LL1_RISE
8	202.615237	532.50175	1	51	4	1	267	42	15	0.0002	10	2	40	9	39	9190	1155.0	LL1_RISE
9	203.601125	548.75350	1	91	11	2	349	47	32	0.0002	10	6	40	19	65	15531	2555.0	LL1_RISE

	TIME	LOAD_PAC	CH	RISE	COUN	ENER	DURATION	AMP	A-FRQ	RMS	ASL	PCNTS	THR	R-FRQ	I-FRQ	SIG STRNGTH	ABS-ENERGY	load level
14536	5935.872409	4943.54125	1	59	19	2	256	49	74	0.0002	11	8	40	55	135	18367	4180.0	WITHOUT_CLASIFY
14537	5938.169871	4914.70750	1	627	6	3	628	41	10	0.0002	11	6	40	0	9	21542	2258.0	WITHOUT_CLASIFY
14538	5939.310339	4932.53200	1	264	34	5	435	49	78	0.0002	10	24	40	58	90	31336	6376.0	WITHOUT_CLASIFY
14539	5940.243735	4921.52275	1	73	29	3	304	51	95	0.0002	12	8	40	90	109	23778	5166.0	WITHOUT_CLASIFY
14540	5941.025742	4935.67750	1	84	32	5	638	48	50	0.0002	11	7	40	45	83	33846	5467.0	WITHOUT_CLASIFY
14541	5941.220293	4941.96850	1	414	21	5	689	46	30	0.0002	10	12	40	32	28	36691	5597.0	WITHOUT_CLASIFY
14542	5941.394401	4938.82300	1	76	17	2	248	47	69	0.0002	10	7	40	58	92	15082	2869.0	WITHOUT_CLASIFY
14543	5942.457182	4929.38650	1	240	44	9	898	48	49	0.0002	10	20	40	36	83	56340	9878.0	WITHOUT_CLASIFY
14544	5947.666662	4919.42575	1	137	10	1	225	42	44	0.0002	10	6	40	45	43	10959	1702.0	WITHOUT_CLASIFY
14545	5948.749615	4953.50200	1	8	9	1	74	49	122	0.0002	10	2	40	106	250	6716	1729.0	WITHOUT_CLASIFY

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample